Analysis of Bias Factors
Regression Tables
ANOVA & Interaction Plots
betaO0 : intercept in outcome equation
| Sum Sq | Df | F value | Pr(>F) | |
|---|---|---|---|---|
| (Intercept) | 58.62 | 1 | 213.02 | 0.00 |
| dependence | 174.89 | 1 | 635.55 | 0.00 |
| selectivity | 4.08 | 1 | 14.82 | 0.00 |
| x_dist | 20.75 | 3 | 25.13 | 0.00 |
| dependence:selectivity | 25.53 | 1 | 92.78 | 0.00 |
| dependence:x_dist | 14.69 | 3 | 17.79 | 0.00 |
| selectivity:x_dist | 2.41 | 3 | 2.92 | 0.03 |
| dependence:selectivity:x_dist | 0.24 | 3 | 0.30 | 0.83 |
| Residuals | 3923.63 | 14258 | NA | NA |
| Parameter | Eta2_partial | CI | CI_low | CI_high |
|---|---|---|---|---|
| dependence | 0.04 | 0.95 | 0.04 | 1 |
| selectivity | 0.00 | 0.95 | 0.00 | 1 |
| x_dist | 0.01 | 0.95 | 0.00 | 1 |
| dependence:selectivity | 0.01 | 0.95 | 0.00 | 1 |
| dependence:x_dist | 0.00 | 0.95 | 0.00 | 1 |
| selectivity:x_dist | 0.00 | 0.95 | 0.00 | 1 |
| dependence:selectivity:x_dist | 0.00 | 0.95 | 0.00 | 1 |
The ANOVA suggests that:
- The main effect of (Intercept) is statistically significant and small (F(1, 14258) = 213.02, p < .001; Eta2 (partial) = 0.04, 95% CI [0.04, 1.00])
- The main effect of dependence is statistically significant and very small (F(1, 14258) = 635.55, p < .001; Eta2 (partial) = 1.04e-03, 95% CI [3.41e-04, 1.00])
- The main effect of selectivity is statistically significant and very small (F(1, 14258) = 14.82, p < .001; Eta2 (partial) = 5.26e-03, 95% CI [3.33e-03, 1.00])
- The main effect of x_dist is statistically significant and very small (F(3, 14258) = 25.13, p < .001; Eta2 (partial) = 6.46e-03, 95% CI [4.45e-03, 1.00])
- The interaction between dependence and selectivity is statistically significant and very small (F(1, 14258) = 92.78, p < .001; Eta2 (partial) = 3.73e-03, 95% CI [2.12e-03, 1.00])
- The interaction between dependence and x_dist is statistically significant and very small (F(3, 14258) = 17.79, p < .001; Eta2 (partial) = 6.15e-04, 95% CI [2.65e-05, 1.00])
- The interaction between selectivity and x_dist is statistically significant and very small (F(3, 14258) = 2.92, p = 0.033; Eta2 (partial) = 6.24e-05, 95% CI [0.00, 1.00])
- The interaction between dependence, selectivity and x_dist is statistically not significant and small (F(3, 14258) = 0.30, p = 0.828; Eta2 (partial) = 0.04, 95% CI [0.04, 1.00])
Effect sizes were labelled following Field’s (2013) recommendations.
Two-way Interaction Plots
| Sum Sq | Df | F value | Pr(>F) | |
|---|---|---|---|---|
| (Intercept) | 12.63 | 1 | 431.10 | 0.00 |
| dependence | 13.90 | 1 | 474.47 | 0.00 |
| selectivity | 1.16 | 1 | 39.76 | 0.00 |
| x_dist | 1.95 | 3 | 22.22 | 0.00 |
| dependence:selectivity | 1.29 | 1 | 44.08 | 0.00 |
| dependence:x_dist | 1.31 | 3 | 14.95 | 0.00 |
| selectivity:x_dist | 0.03 | 3 | 0.35 | 0.79 |
| dependence:selectivity:x_dist | 0.09 | 3 | 0.98 | 0.40 |
| Residuals | 421.44 | 14384 | NA | NA |
| Parameter | Eta2_partial | CI | CI_low | CI_high |
|---|---|---|---|---|
| dependence | 0.03 | 0.95 | 0.03 | 1 |
| selectivity | 0.00 | 0.95 | 0.00 | 1 |
| x_dist | 0.00 | 0.95 | 0.00 | 1 |
| dependence:selectivity | 0.00 | 0.95 | 0.00 | 1 |
| dependence:x_dist | 0.00 | 0.95 | 0.00 | 1 |
| selectivity:x_dist | 0.00 | 0.95 | 0.00 | 1 |
| dependence:selectivity:x_dist | 0.00 | 0.95 | 0.00 | 1 |
The ANOVA suggests that:
- The main effect of (Intercept) is statistically significant and small (F(1, 14384) = 431.10, p < .001; Eta2 (partial) = 0.03, 95% CI [0.03, 1.00])
- The main effect of dependence is statistically significant and very small (F(1, 14384) = 474.47, p < .001; Eta2 (partial) = 2.76e-03, 95% CI [1.51e-03, 1.00])
- The main effect of selectivity is statistically significant and very small (F(1, 14384) = 39.76, p < .001; Eta2 (partial) = 4.61e-03, 95% CI [2.82e-03, 1.00])
- The main effect of x_dist is statistically significant and very small (F(3, 14384) = 22.22, p < .001; Eta2 (partial) = 3.06e-03, 95% CI [1.73e-03, 1.00])
- The interaction between dependence and selectivity is statistically significant and very small (F(1, 14384) = 44.08, p < .001; Eta2 (partial) = 3.11e-03, 95% CI [1.65e-03, 1.00])
- The interaction between dependence and x_dist is statistically significant and very small (F(3, 14384) = 14.95, p < .001; Eta2 (partial) = 7.29e-05, 95% CI [0.00, 1.00])
- The interaction between selectivity and x_dist is statistically not significant and very small (F(3, 14384) = 0.35, p = 0.789; Eta2 (partial) = 2.03e-04, 95% CI [0.00, 1.00])
- The interaction between dependence, selectivity and x_dist is statistically not significant and small (F(3, 14384) = 0.98, p = 0.403; Eta2 (partial) = 0.03, 95% CI [0.03, 1.00])
Effect sizes were labelled following Field’s (2013) recommendations.
Two-way Interaction Plots
| Sum Sq | Df | F value | Pr(>F) | |
|---|---|---|---|---|
| (Intercept) | 2.83 | 1 | 774.33 | 0 |
| dependence | 3.03 | 1 | 829.15 | 0 |
| selectivity | 0.19 | 1 | 52.39 | 0 |
| x_dist | 0.88 | 3 | 80.25 | 0 |
| dependence:selectivity | 0.27 | 1 | 74.38 | 0 |
| dependence:x_dist | 0.97 | 3 | 88.07 | 0 |
| selectivity:x_dist | 0.12 | 3 | 10.83 | 0 |
| dependence:selectivity:x_dist | 0.13 | 3 | 12.15 | 0 |
| Residuals | 52.61 | 14384 | NA | NA |
| Parameter | Eta2_partial | CI | CI_low | CI_high |
|---|---|---|---|---|
| dependence | 0.05 | 0.95 | 0.05 | 1 |
| selectivity | 0.00 | 0.95 | 0.00 | 1 |
| x_dist | 0.02 | 0.95 | 0.01 | 1 |
| dependence:selectivity | 0.01 | 0.95 | 0.00 | 1 |
| dependence:x_dist | 0.02 | 0.95 | 0.01 | 1 |
| selectivity:x_dist | 0.00 | 0.95 | 0.00 | 1 |
| dependence:selectivity:x_dist | 0.00 | 0.95 | 0.00 | 1 |
The ANOVA suggests that:
- The main effect of (Intercept) is statistically significant and small (F(1, 14384) = 774.33, p < .001; Eta2 (partial) = 0.05, 95% CI [0.05, 1.00])
- The main effect of dependence is statistically significant and very small (F(1, 14384) = 829.15, p < .001; Eta2 (partial) = 3.63e-03, 95% CI [2.17e-03, 1.00])
- The main effect of selectivity is statistically significant and small (F(1, 14384) = 52.39, p < .001; Eta2 (partial) = 0.02, 95% CI [0.01, 1.00])
- The main effect of x_dist is statistically significant and very small (F(3, 14384) = 80.25, p < .001; Eta2 (partial) = 5.14e-03, 95% CI [3.37e-03, 1.00])
- The interaction between dependence and selectivity is statistically significant and small (F(1, 14384) = 74.38, p < .001; Eta2 (partial) = 0.02, 95% CI [0.01, 1.00])
- The interaction between dependence and x_dist is statistically significant and very small (F(3, 14384) = 88.07, p < .001; Eta2 (partial) = 2.25e-03, 95% CI [1.02e-03, 1.00])
- The interaction between selectivity and x_dist is statistically significant and very small (F(3, 14384) = 10.83, p < .001; Eta2 (partial) = 2.53e-03, 95% CI [1.22e-03, 1.00])
- The interaction between dependence, selectivity and x_dist is statistically significant and small (F(3, 14384) = 12.15, p < .001; Eta2 (partial) = 0.05, 95% CI [0.05, 1.00])
Effect sizes were labelled following Field’s (2013) recommendations.
Two-way Interaction Plots
| Sum Sq | Df | F value | Pr(>F) | |
|---|---|---|---|---|
| (Intercept) | 47.15 | 1 | 299.85 | 0.00 |
| dependence | 91.32 | 1 | 580.81 | 0.00 |
| selectivity | 4.66 | 1 | 29.67 | 0.00 |
| x_dist | 8.17 | 3 | 17.32 | 0.00 |
| dependence:selectivity | 11.01 | 1 | 70.03 | 0.00 |
| dependence:x_dist | 10.60 | 3 | 22.48 | 0.00 |
| selectivity:x_dist | 1.73 | 3 | 3.67 | 0.01 |
| dependence:selectivity:x_dist | 0.42 | 3 | 0.90 | 0.44 |
| Residuals | 2242.14 | 14260 | NA | NA |
| Parameter | Eta2_partial | CI | CI_low | CI_high |
|---|---|---|---|---|
| dependence | 0.04 | 0.95 | 0.03 | 1 |
| selectivity | 0.00 | 0.95 | 0.00 | 1 |
| x_dist | 0.00 | 0.95 | 0.00 | 1 |
| dependence:selectivity | 0.00 | 0.95 | 0.00 | 1 |
| dependence:x_dist | 0.00 | 0.95 | 0.00 | 1 |
| selectivity:x_dist | 0.00 | 0.95 | 0.00 | 1 |
| dependence:selectivity:x_dist | 0.00 | 0.95 | 0.00 | 1 |
The ANOVA suggests that:
- The main effect of (Intercept) is statistically significant and small (F(1, 14260) = 299.85, p < .001; Eta2 (partial) = 0.04, 95% CI [0.03, 1.00])
- The main effect of dependence is statistically significant and very small (F(1, 14260) = 580.81, p < .001; Eta2 (partial) = 2.08e-03, 95% CI [1.01e-03, 1.00])
- The main effect of selectivity is statistically significant and very small (F(1, 14260) = 29.67, p < .001; Eta2 (partial) = 3.63e-03, 95% CI [2.04e-03, 1.00])
- The main effect of x_dist is statistically significant and very small (F(3, 14260) = 17.32, p < .001; Eta2 (partial) = 4.89e-03, 95% CI [3.16e-03, 1.00])
- The interaction between dependence and selectivity is statistically significant and very small (F(1, 14260) = 70.03, p < .001; Eta2 (partial) = 4.71e-03, 95% CI [2.89e-03, 1.00])
- The interaction between dependence and x_dist is statistically significant and very small (F(3, 14260) = 22.48, p < .001; Eta2 (partial) = 7.71e-04, 95% CI [9.60e-05, 1.00])
- The interaction between selectivity and x_dist is statistically significant and very small (F(3, 14260) = 3.67, p = 0.012; Eta2 (partial) = 1.89e-04, 95% CI [0.00, 1.00])
- The interaction between dependence, selectivity and x_dist is statistically not significant and small (F(3, 14260) = 0.90, p = 0.441; Eta2 (partial) = 0.04, 95% CI [0.03, 1.00])
Effect sizes were labelled following Field’s (2013) recommendations.
Two-way Interaction Plots
| Sum Sq | Df | F value | Pr(>F) | |
|---|---|---|---|---|
| (Intercept) | 51.90 | 1 | 275.86 | 0.00 |
| dependence | 89.80 | 1 | 477.35 | 0.00 |
| selectivity | 4.97 | 1 | 26.42 | 0.00 |
| x_dist | 19.73 | 3 | 34.96 | 0.00 |
| dependence:selectivity | 23.38 | 1 | 124.28 | 0.00 |
| dependence:x_dist | 12.12 | 3 | 21.47 | 0.00 |
| selectivity:x_dist | 3.30 | 3 | 5.85 | 0.00 |
| dependence:selectivity:x_dist | 0.08 | 3 | 0.15 | 0.93 |
| Residuals | 2691.60 | 14307 | NA | NA |
| Parameter | Eta2_partial | CI | CI_low | CI_high |
|---|---|---|---|---|
| dependence | 0.03 | 0.95 | 0.03 | 1 |
| selectivity | 0.00 | 0.95 | 0.00 | 1 |
| x_dist | 0.01 | 0.95 | 0.01 | 1 |
| dependence:selectivity | 0.01 | 0.95 | 0.01 | 1 |
| dependence:x_dist | 0.00 | 0.95 | 0.00 | 1 |
| selectivity:x_dist | 0.00 | 0.95 | 0.00 | 1 |
| dependence:selectivity:x_dist | 0.00 | 0.95 | 0.00 | 1 |
The ANOVA suggests that:
- The main effect of (Intercept) is statistically significant and small (F(1, 14307) = 275.86, p < .001; Eta2 (partial) = 0.03, 95% CI [0.03, 1.00])
- The main effect of dependence is statistically significant and very small (F(1, 14307) = 477.35, p < .001; Eta2 (partial) = 1.84e-03, 95% CI [8.53e-04, 1.00])
- The main effect of selectivity is statistically significant and very small (F(1, 14307) = 26.42, p < .001; Eta2 (partial) = 7.28e-03, 95% CI [5.01e-03, 1.00])
- The main effect of x_dist is statistically significant and very small (F(3, 14307) = 34.96, p < .001; Eta2 (partial) = 8.61e-03, 95% CI [6.27e-03, 1.00])
- The interaction between dependence and selectivity is statistically significant and very small (F(1, 14307) = 124.28, p < .001; Eta2 (partial) = 4.48e-03, 95% CI [2.71e-03, 1.00])
- The interaction between dependence and x_dist is statistically significant and very small (F(3, 14307) = 21.47, p < .001; Eta2 (partial) = 1.22e-03, 95% CI [3.43e-04, 1.00])
- The interaction between selectivity and x_dist is statistically significant and very small (F(3, 14307) = 5.85, p < .001; Eta2 (partial) = 3.11e-05, 95% CI [0.00, 1.00])
- The interaction between dependence, selectivity and x_dist is statistically not significant and small (F(3, 14307) = 0.15, p = 0.931; Eta2 (partial) = 0.03, 95% CI [0.03, 1.00])
Effect sizes were labelled following Field’s (2013) recommendations.
Two-way Interaction Plots
| Sum Sq | Df | F value | Pr(>F) | |
|---|---|---|---|---|
| (Intercept) | 8.79 | 1 | 381.22 | 0.00 |
| dependence | 9.86 | 1 | 427.66 | 0.00 |
| selectivity | 1.03 | 1 | 44.66 | 0.00 |
| x_dist | 1.84 | 3 | 26.65 | 0.00 |
| dependence:selectivity | 1.61 | 1 | 69.98 | 0.00 |
| dependence:x_dist | 1.42 | 3 | 20.57 | 0.00 |
| selectivity:x_dist | 0.10 | 3 | 1.46 | 0.22 |
| dependence:selectivity:x_dist | 0.33 | 3 | 4.80 | 0.00 |
| Residuals | 331.54 | 14384 | NA | NA |
| Parameter | Eta2_partial | CI | CI_low | CI_high |
|---|---|---|---|---|
| dependence | 0.03 | 0.95 | 0.02 | 1 |
| selectivity | 0.00 | 0.95 | 0.00 | 1 |
| x_dist | 0.01 | 0.95 | 0.00 | 1 |
| dependence:selectivity | 0.00 | 0.95 | 0.00 | 1 |
| dependence:x_dist | 0.00 | 0.95 | 0.00 | 1 |
| selectivity:x_dist | 0.00 | 0.95 | 0.00 | 1 |
| dependence:selectivity:x_dist | 0.00 | 0.95 | 0.00 | 1 |
The ANOVA suggests that:
- The main effect of (Intercept) is statistically significant and small (F(1, 14384) = 381.22, p < .001; Eta2 (partial) = 0.03, 95% CI [0.02, 1.00])
- The main effect of dependence is statistically significant and very small (F(1, 14384) = 427.66, p < .001; Eta2 (partial) = 3.10e-03, 95% CI [1.76e-03, 1.00])
- The main effect of selectivity is statistically significant and very small (F(1, 14384) = 44.66, p < .001; Eta2 (partial) = 5.53e-03, 95% CI [3.56e-03, 1.00])
- The main effect of x_dist is statistically significant and very small (F(3, 14384) = 26.65, p < .001; Eta2 (partial) = 4.84e-03, 95% CI [3.13e-03, 1.00])
- The interaction between dependence and selectivity is statistically significant and very small (F(1, 14384) = 69.98, p < .001; Eta2 (partial) = 4.27e-03, 95% CI [2.55e-03, 1.00])
- The interaction between dependence and x_dist is statistically significant and very small (F(3, 14384) = 20.57, p < .001; Eta2 (partial) = 3.04e-04, 95% CI [0.00, 1.00])
- The interaction between selectivity and x_dist is statistically not significant and very small (F(3, 14384) = 1.46, p = 0.224; Eta2 (partial) = 1.00e-03, 95% CI [2.17e-04, 1.00])
- The interaction between dependence, selectivity and x_dist is statistically significant and small (F(3, 14384) = 4.80, p = 0.002; Eta2 (partial) = 0.03, 95% CI [0.02, 1.00])
Effect sizes were labelled following Field’s (2013) recommendations.
Two-way Interaction Plots
| Sum Sq | Df | F value | Pr(>F) | |
|---|---|---|---|---|
| (Intercept) | 2.06 | 1 | 790.24 | 0 |
| dependence | 1.86 | 1 | 712.91 | 0 |
| selectivity | 0.14 | 1 | 55.04 | 0 |
| x_dist | 0.65 | 3 | 82.83 | 0 |
| dependence:selectivity | 0.30 | 1 | 114.90 | 0 |
| dependence:x_dist | 0.90 | 3 | 115.54 | 0 |
| selectivity:x_dist | 0.13 | 3 | 16.96 | 0 |
| dependence:selectivity:x_dist | 0.20 | 3 | 25.83 | 0 |
| Residuals | 37.54 | 14384 | NA | NA |
| Parameter | Eta2_partial | CI | CI_low | CI_high |
|---|---|---|---|---|
| dependence | 0.05 | 0.95 | 0.04 | 1 |
| selectivity | 0.00 | 0.95 | 0.00 | 1 |
| x_dist | 0.02 | 0.95 | 0.01 | 1 |
| dependence:selectivity | 0.01 | 0.95 | 0.01 | 1 |
| dependence:x_dist | 0.02 | 0.95 | 0.02 | 1 |
| selectivity:x_dist | 0.00 | 0.95 | 0.00 | 1 |
| dependence:selectivity:x_dist | 0.01 | 0.95 | 0.00 | 1 |
The ANOVA suggests that:
- The main effect of (Intercept) is statistically significant and small (F(1, 14384) = 790.24, p < .001; Eta2 (partial) = 0.05, 95% CI [0.04, 1.00])
- The main effect of dependence is statistically significant and very small (F(1, 14384) = 712.91, p < .001; Eta2 (partial) = 3.81e-03, 95% CI [2.31e-03, 1.00])
- The main effect of selectivity is statistically significant and small (F(1, 14384) = 55.04, p < .001; Eta2 (partial) = 0.02, 95% CI [0.01, 1.00])
- The main effect of x_dist is statistically significant and very small (F(3, 14384) = 82.83, p < .001; Eta2 (partial) = 7.93e-03, 95% CI [5.69e-03, 1.00])
- The interaction between dependence and selectivity is statistically significant and small (F(1, 14384) = 114.90, p < .001; Eta2 (partial) = 0.02, 95% CI [0.02, 1.00])
- The interaction between dependence and x_dist is statistically significant and very small (F(3, 14384) = 115.54, p < .001; Eta2 (partial) = 3.53e-03, 95% CI [1.97e-03, 1.00])
- The interaction between selectivity and x_dist is statistically significant and very small (F(3, 14384) = 16.96, p < .001; Eta2 (partial) = 5.36e-03, 95% CI [3.42e-03, 1.00])
- The interaction between dependence, selectivity and x_dist is statistically significant and small (F(3, 14384) = 25.83, p < .001; Eta2 (partial) = 0.05, 95% CI [0.04, 1.00])
Effect sizes were labelled following Field’s (2013) recommendations.
Two-way Interaction Plots
| Sum Sq | Df | F value | Pr(>F) | |
|---|---|---|---|---|
| (Intercept) | 37.27 | 1 | 276.82 | 0.00 |
| dependence | 48.76 | 1 | 362.11 | 0.00 |
| selectivity | 4.16 | 1 | 30.93 | 0.00 |
| x_dist | 15.61 | 3 | 38.65 | 0.00 |
| dependence:selectivity | 13.79 | 1 | 102.42 | 0.00 |
| dependence:x_dist | 5.16 | 3 | 12.78 | 0.00 |
| selectivity:x_dist | 5.65 | 3 | 13.99 | 0.00 |
| dependence:selectivity:x_dist | 0.68 | 3 | 1.69 | 0.17 |
| Residuals | 1913.77 | 14213 | NA | NA |
| Parameter | Eta2_partial | CI | CI_low | CI_high |
|---|---|---|---|---|
| dependence | 0.02 | 0.95 | 0.02 | 1 |
| selectivity | 0.00 | 0.95 | 0.00 | 1 |
| x_dist | 0.01 | 0.95 | 0.01 | 1 |
| dependence:selectivity | 0.01 | 0.95 | 0.01 | 1 |
| dependence:x_dist | 0.00 | 0.95 | 0.00 | 1 |
| selectivity:x_dist | 0.00 | 0.95 | 0.00 | 1 |
| dependence:selectivity:x_dist | 0.00 | 0.95 | 0.00 | 1 |
The ANOVA suggests that:
- The main effect of (Intercept) is statistically significant and small (F(1, 14213) = 276.82, p < .001; Eta2 (partial) = 0.02, 95% CI [0.02, 1.00])
- The main effect of dependence is statistically significant and very small (F(1, 14213) = 362.11, p < .001; Eta2 (partial) = 2.17e-03, 95% CI [1.08e-03, 1.00])
- The main effect of selectivity is statistically significant and very small (F(1, 14213) = 30.93, p < .001; Eta2 (partial) = 8.09e-03, 95% CI [5.69e-03, 1.00])
- The main effect of x_dist is statistically significant and very small (F(3, 14213) = 38.65, p < .001; Eta2 (partial) = 7.15e-03, 95% CI [5.03e-03, 1.00])
- The interaction between dependence and selectivity is statistically significant and very small (F(1, 14213) = 102.42, p < .001; Eta2 (partial) = 2.69e-03, 95% CI [1.33e-03, 1.00])
- The interaction between dependence and x_dist is statistically significant and very small (F(3, 14213) = 12.78, p < .001; Eta2 (partial) = 2.95e-03, 95% CI [1.52e-03, 1.00])
- The interaction between selectivity and x_dist is statistically significant and very small (F(3, 14213) = 13.99, p < .001; Eta2 (partial) = 3.57e-04, 95% CI [0.00, 1.00])
- The interaction between dependence, selectivity and x_dist is statistically not significant and small (F(3, 14213) = 1.69, p = 0.166; Eta2 (partial) = 0.02, 95% CI [0.02, 1.00])
Effect sizes were labelled following Field’s (2013) recommendations.
Two-way Interaction Plots
betaO1 : coefficient on endogenous variable X1
| Sum Sq | Df | F value | Pr(>F) | |
|---|---|---|---|---|
| (Intercept) | 43.29 | 1 | 588.88 | 0.00 |
| dependence | 15.27 | 1 | 207.66 | 0.00 |
| selectivity | 1.18 | 1 | 16.04 | 0.00 |
| x_dist | 3.90 | 3 | 17.67 | 0.00 |
| dependence:selectivity | 3.03 | 1 | 41.29 | 0.00 |
| dependence:x_dist | 1.99 | 3 | 9.01 | 0.00 |
| selectivity:x_dist | 0.33 | 3 | 1.51 | 0.21 |
| dependence:selectivity:x_dist | 0.54 | 3 | 2.44 | 0.06 |
| Residuals | 1052.07 | 14312 | NA | NA |
The ANOVA suggests that:
- The main effect of (Intercept) is statistically significant and small (F(1, 14312) = 588.88, p < .001; Eta2 (partial) = 0.01, 95% CI [0.01, 1.00])
- The main effect of dependence is statistically significant and very small (F(1, 14312) = 207.66, p < .001; Eta2 (partial) = 1.12e-03, 95% CI [3.89e-04, 1.00])
- The main effect of selectivity is statistically significant and very small (F(1, 14312) = 16.04, p < .001; Eta2 (partial) = 3.69e-03, 95% CI [2.09e-03, 1.00])
- The main effect of x_dist is statistically significant and very small (F(3, 14312) = 17.67, p < .001; Eta2 (partial) = 2.88e-03, 95% CI [1.59e-03, 1.00])
- The interaction between dependence and selectivity is statistically significant and very small (F(1, 14312) = 41.29, p < .001; Eta2 (partial) = 1.89e-03, 95% CI [7.66e-04, 1.00])
- The interaction between dependence and x_dist is statistically significant and very small (F(3, 14312) = 9.01, p < .001; Eta2 (partial) = 3.16e-04, 95% CI [0.00, 1.00])
- The interaction between selectivity and x_dist is statistically not significant and very small (F(3, 14312) = 1.51, p = 0.211; Eta2 (partial) = 5.12e-04, 95% CI [0.00, 1.00])
- The interaction between dependence, selectivity and x_dist is statistically not significant and small (F(3, 14312) = 2.44, p = 0.062; Eta2 (partial) = 0.01, 95% CI [0.01, 1.00])
Effect sizes were labelled following Field’s (2013) recommendations.
Two-way Interaction Plots
| Sum Sq | Df | F value | Pr(>F) | |
|---|---|---|---|---|
| (Intercept) | 5.18 | 1 | 1235.87 | 0.00 |
| dependence | 1.02 | 1 | 244.33 | 0.00 |
| selectivity | 0.15 | 1 | 36.32 | 0.00 |
| x_dist | 2.68 | 3 | 213.04 | 0.00 |
| dependence:selectivity | 0.02 | 1 | 3.85 | 0.05 |
| dependence:x_dist | 0.01 | 3 | 1.18 | 0.32 |
| selectivity:x_dist | 0.14 | 3 | 11.33 | 0.00 |
| dependence:selectivity:x_dist | 0.01 | 3 | 0.56 | 0.64 |
| Residuals | 60.34 | 14384 | NA | NA |
The ANOVA suggests that:
- The main effect of (Intercept) is statistically significant and small (F(1, 14384) = 1235.87, p < .001; Eta2 (partial) = 0.02, 95% CI [0.01, 1.00])
- The main effect of dependence is statistically significant and very small (F(1, 14384) = 244.33, p < .001; Eta2 (partial) = 2.52e-03, 95% CI [1.33e-03, 1.00])
- The main effect of selectivity is statistically significant and small (F(1, 14384) = 36.32, p < .001; Eta2 (partial) = 0.04, 95% CI [0.04, 1.00])
- The main effect of x_dist is statistically significant and very small (F(3, 14384) = 213.04, p < .001; Eta2 (partial) = 2.68e-04, 95% CI [2.07e-07, 1.00])
- The interaction between dependence and selectivity is statistically significant and very small (F(1, 14384) = 3.85, p = 0.050; Eta2 (partial) = 2.46e-04, 95% CI [0.00, 1.00])
- The interaction between dependence and x_dist is statistically not significant and very small (F(3, 14384) = 1.18, p = 0.316; Eta2 (partial) = 2.36e-03, 95% CI [1.10e-03, 1.00])
- The interaction between selectivity and x_dist is statistically significant and very small (F(3, 14384) = 11.33, p < .001; Eta2 (partial) = 1.17e-04, 95% CI [0.00, 1.00])
- The interaction between dependence, selectivity and x_dist is statistically not significant and small (F(3, 14384) = 0.56, p = 0.640; Eta2 (partial) = 0.02, 95% CI [0.01, 1.00])
Effect sizes were labelled following Field’s (2013) recommendations.
Two-way Interaction Plots
| Sum Sq | Df | F value | Pr(>F) | |
|---|---|---|---|---|
| (Intercept) | 0.57 | 1 | 677.56 | 0 |
| dependence | 0.49 | 1 | 587.57 | 0 |
| selectivity | 0.02 | 1 | 25.51 | 0 |
| x_dist | 1.48 | 3 | 589.02 | 0 |
| dependence:selectivity | 0.04 | 1 | 42.00 | 0 |
| dependence:x_dist | 0.61 | 3 | 243.77 | 0 |
| selectivity:x_dist | 0.04 | 3 | 14.91 | 0 |
| dependence:selectivity:x_dist | 0.08 | 3 | 31.43 | 0 |
| Residuals | 12.07 | 14384 | NA | NA |
The ANOVA suggests that:
- The main effect of (Intercept) is statistically significant and small (F(1, 14384) = 677.56, p < .001; Eta2 (partial) = 0.04, 95% CI [0.03, 1.00])
- The main effect of dependence is statistically significant and very small (F(1, 14384) = 587.57, p < .001; Eta2 (partial) = 1.77e-03, 95% CI [8.06e-04, 1.00])
- The main effect of selectivity is statistically significant and medium (F(1, 14384) = 25.51, p < .001; Eta2 (partial) = 0.11, 95% CI [0.10, 1.00])
- The main effect of x_dist is statistically significant and very small (F(3, 14384) = 589.02, p < .001; Eta2 (partial) = 2.91e-03, 95% CI [1.62e-03, 1.00])
- The interaction between dependence and selectivity is statistically significant and small (F(1, 14384) = 42.00, p < .001; Eta2 (partial) = 0.05, 95% CI [0.04, 1.00])
- The interaction between dependence and x_dist is statistically significant and very small (F(3, 14384) = 243.77, p < .001; Eta2 (partial) = 3.10e-03, 95% CI [1.64e-03, 1.00])
- The interaction between selectivity and x_dist is statistically significant and very small (F(3, 14384) = 14.91, p < .001; Eta2 (partial) = 6.51e-03, 95% CI [4.37e-03, 1.00])
- The interaction between dependence, selectivity and x_dist is statistically significant and small (F(3, 14384) = 31.43, p < .001; Eta2 (partial) = 0.04, 95% CI [0.03, 1.00])
Effect sizes were labelled following Field’s (2013) recommendations.
Two-way Interaction Plots
| Sum Sq | Df | F value | Pr(>F) | |
|---|---|---|---|---|
| (Intercept) | 19.87 | 1 | 284.90 | 0.00 |
| dependence | 10.34 | 1 | 148.28 | 0.00 |
| selectivity | 0.19 | 1 | 2.66 | 0.10 |
| x_dist | 4.54 | 3 | 21.70 | 0.00 |
| dependence:selectivity | 3.34 | 1 | 47.89 | 0.00 |
| dependence:x_dist | 1.60 | 3 | 7.67 | 0.00 |
| selectivity:x_dist | 1.06 | 3 | 5.06 | 0.00 |
| dependence:selectivity:x_dist | 0.27 | 3 | 1.30 | 0.27 |
| Residuals | 993.22 | 14241 | NA | NA |
The ANOVA suggests that:
- The main effect of (Intercept) is statistically significant and small (F(1, 14241) = 284.90, p < .001; Eta2 (partial) = 0.01, 95% CI [7.72e-03, 1.00])
- The main effect of dependence is statistically significant and very small (F(1, 14241) = 148.28, p < .001; Eta2 (partial) = 1.87e-04, 95% CI [0.00, 1.00])
- The main effect of selectivity is statistically not significant and very small (F(1, 14241) = 2.66, p = 0.103; Eta2 (partial) = 4.55e-03, 95% CI [2.76e-03, 1.00])
- The main effect of x_dist is statistically significant and very small (F(3, 14241) = 21.70, p < .001; Eta2 (partial) = 3.35e-03, 95% CI [1.95e-03, 1.00])
- The interaction between dependence and selectivity is statistically significant and very small (F(1, 14241) = 47.89, p < .001; Eta2 (partial) = 1.61e-03, 95% CI [5.83e-04, 1.00])
- The interaction between dependence and x_dist is statistically significant and very small (F(3, 14241) = 7.67, p < .001; Eta2 (partial) = 1.06e-03, 95% CI [2.48e-04, 1.00])
- The interaction between selectivity and x_dist is statistically significant and very small (F(3, 14241) = 5.06, p = 0.002; Eta2 (partial) = 2.73e-04, 95% CI [0.00, 1.00])
- The interaction between dependence, selectivity and x_dist is statistically not significant and small (F(3, 14241) = 1.30, p = 0.273; Eta2 (partial) = 0.01, 95% CI [7.72e-03, 1.00])
Effect sizes were labelled following Field’s (2013) recommendations.
Two-way Interaction Plots
| Sum Sq | Df | F value | Pr(>F) | |
|---|---|---|---|---|
| (Intercept) | 50.17 | 1 | 786.94 | 0.00 |
| dependence | 9.35 | 1 | 146.66 | 0.00 |
| selectivity | 2.68 | 1 | 42.00 | 0.00 |
| x_dist | 3.69 | 3 | 19.28 | 0.00 |
| dependence:selectivity | 2.32 | 1 | 36.45 | 0.00 |
| dependence:x_dist | 0.79 | 3 | 4.12 | 0.01 |
| selectivity:x_dist | 0.26 | 3 | 1.34 | 0.26 |
| dependence:selectivity:x_dist | 0.47 | 3 | 2.45 | 0.06 |
| Residuals | 911.69 | 14301 | NA | NA |
The ANOVA suggests that:
- The main effect of (Intercept) is statistically significant and small (F(1, 14301) = 786.94, p < .001; Eta2 (partial) = 0.01, 95% CI [7.59e-03, 1.00])
- The main effect of dependence is statistically significant and very small (F(1, 14301) = 146.66, p < .001; Eta2 (partial) = 2.93e-03, 95% CI [1.63e-03, 1.00])
- The main effect of selectivity is statistically significant and very small (F(1, 14301) = 42.00, p < .001; Eta2 (partial) = 4.03e-03, 95% CI [2.35e-03, 1.00])
- The main effect of x_dist is statistically significant and very small (F(3, 14301) = 19.28, p < .001; Eta2 (partial) = 2.54e-03, 95% CI [1.35e-03, 1.00])
- The interaction between dependence and selectivity is statistically significant and very small (F(1, 14301) = 36.45, p < .001; Eta2 (partial) = 8.63e-04, 95% CI [1.42e-04, 1.00])
- The interaction between dependence and x_dist is statistically significant and very small (F(3, 14301) = 4.12, p = 0.006; Eta2 (partial) = 2.81e-04, 95% CI [0.00, 1.00])
- The interaction between selectivity and x_dist is statistically not significant and very small (F(3, 14301) = 1.34, p = 0.260; Eta2 (partial) = 5.13e-04, 95% CI [0.00, 1.00])
- The interaction between dependence, selectivity and x_dist is statistically not significant and small (F(3, 14301) = 2.45, p = 0.062; Eta2 (partial) = 0.01, 95% CI [7.59e-03, 1.00])
Effect sizes were labelled following Field’s (2013) recommendations.
Two-way Interaction Plots
| Sum Sq | Df | F value | Pr(>F) | |
|---|---|---|---|---|
| (Intercept) | 5.21 | 1 | 1132.52 | 0.00 |
| dependence | 1.30 | 1 | 282.27 | 0.00 |
| selectivity | 0.14 | 1 | 30.85 | 0.00 |
| x_dist | 3.04 | 3 | 220.41 | 0.00 |
| dependence:selectivity | 0.08 | 1 | 18.09 | 0.00 |
| dependence:x_dist | 0.08 | 3 | 6.15 | 0.00 |
| selectivity:x_dist | 0.25 | 3 | 18.24 | 0.00 |
| dependence:selectivity:x_dist | 0.02 | 3 | 1.52 | 0.21 |
| Residuals | 66.23 | 14384 | NA | NA |
The ANOVA suggests that:
- The main effect of (Intercept) is statistically significant and small (F(1, 14384) = 1132.52, p < .001; Eta2 (partial) = 0.02, 95% CI [0.02, 1.00])
- The main effect of dependence is statistically significant and very small (F(1, 14384) = 282.27, p < .001; Eta2 (partial) = 2.14e-03, 95% CI [1.06e-03, 1.00])
- The main effect of selectivity is statistically significant and small (F(1, 14384) = 30.85, p < .001; Eta2 (partial) = 0.04, 95% CI [0.04, 1.00])
- The main effect of x_dist is statistically significant and very small (F(3, 14384) = 220.41, p < .001; Eta2 (partial) = 1.26e-03, 95% CI [4.73e-04, 1.00])
- The interaction between dependence and selectivity is statistically significant and very small (F(1, 14384) = 18.09, p < .001; Eta2 (partial) = 1.28e-03, 95% CI [3.79e-04, 1.00])
- The interaction between dependence and x_dist is statistically significant and very small (F(3, 14384) = 6.15, p < .001; Eta2 (partial) = 3.79e-03, 95% CI [2.17e-03, 1.00])
- The interaction between selectivity and x_dist is statistically significant and very small (F(3, 14384) = 18.24, p < .001; Eta2 (partial) = 3.16e-04, 95% CI [0.00, 1.00])
- The interaction between dependence, selectivity and x_dist is statistically not significant and small (F(3, 14384) = 1.52, p = 0.208; Eta2 (partial) = 0.02, 95% CI [0.02, 1.00])
Effect sizes were labelled following Field’s (2013) recommendations.
Two-way Interaction Plots
| Sum Sq | Df | F value | Pr(>F) | |
|---|---|---|---|---|
| (Intercept) | 0.51 | 1 | 618.29 | 0 |
| dependence | 0.30 | 1 | 359.31 | 0 |
| selectivity | 0.02 | 1 | 24.22 | 0 |
| x_dist | 1.67 | 3 | 672.46 | 0 |
| dependence:selectivity | 0.03 | 1 | 38.86 | 0 |
| dependence:x_dist | 0.48 | 3 | 193.80 | 0 |
| selectivity:x_dist | 0.09 | 3 | 35.45 | 0 |
| dependence:selectivity:x_dist | 0.07 | 3 | 27.44 | 0 |
| Residuals | 11.89 | 14384 | NA | NA |
The ANOVA suggests that:
- The main effect of (Intercept) is statistically significant and small (F(1, 14384) = 618.29, p < .001; Eta2 (partial) = 0.02, 95% CI [0.02, 1.00])
- The main effect of dependence is statistically significant and very small (F(1, 14384) = 359.31, p < .001; Eta2 (partial) = 1.68e-03, 95% CI [7.45e-04, 1.00])
- The main effect of selectivity is statistically significant and medium (F(1, 14384) = 24.22, p < .001; Eta2 (partial) = 0.12, 95% CI [0.11, 1.00])
- The main effect of x_dist is statistically significant and very small (F(3, 14384) = 672.46, p < .001; Eta2 (partial) = 2.69e-03, 95% CI [1.46e-03, 1.00])
- The interaction between dependence and selectivity is statistically significant and small (F(1, 14384) = 38.86, p < .001; Eta2 (partial) = 0.04, 95% CI [0.03, 1.00])
- The interaction between dependence and x_dist is statistically significant and very small (F(3, 14384) = 193.80, p < .001; Eta2 (partial) = 7.34e-03, 95% CI [5.07e-03, 1.00])
- The interaction between selectivity and x_dist is statistically significant and very small (F(3, 14384) = 35.45, p < .001; Eta2 (partial) = 5.69e-03, 95% CI [3.69e-03, 1.00])
- The interaction between dependence, selectivity and x_dist is statistically significant and small (F(3, 14384) = 27.44, p < .001; Eta2 (partial) = 0.02, 95% CI [0.02, 1.00])
Effect sizes were labelled following Field’s (2013) recommendations.
Two-way Interaction Plots
| Sum Sq | Df | F value | Pr(>F) | |
|---|---|---|---|---|
| (Intercept) | 27.79 | 1 | 368.25 | 0.00 |
| dependence | 8.05 | 1 | 106.68 | 0.00 |
| selectivity | 1.08 | 1 | 14.32 | 0.00 |
| x_dist | 7.76 | 3 | 34.26 | 0.00 |
| dependence:selectivity | 5.56 | 1 | 73.63 | 0.00 |
| dependence:x_dist | 0.27 | 3 | 1.18 | 0.32 |
| selectivity:x_dist | 2.92 | 3 | 12.89 | 0.00 |
| dependence:selectivity:x_dist | 1.17 | 3 | 5.16 | 0.00 |
| Residuals | 1071.72 | 14204 | NA | NA |
The ANOVA suggests that:
- The main effect of (Intercept) is statistically significant and very small (F(1, 14204) = 368.25, p < .001; Eta2 (partial) = 7.45e-03, 95% CI [5.28e-03, 1.00])
- The main effect of dependence is statistically significant and very small (F(1, 14204) = 106.68, p < .001; Eta2 (partial) = 1.01e-03, 95% CI [3.22e-04, 1.00])
- The main effect of selectivity is statistically significant and very small (F(1, 14204) = 14.32, p < .001; Eta2 (partial) = 7.18e-03, 95% CI [4.92e-03, 1.00])
- The main effect of x_dist is statistically significant and very small (F(3, 14204) = 34.26, p < .001; Eta2 (partial) = 5.16e-03, 95% CI [3.37e-03, 1.00])
- The interaction between dependence and selectivity is statistically significant and very small (F(1, 14204) = 73.63, p < .001; Eta2 (partial) = 2.48e-04, 95% CI [0.00, 1.00])
- The interaction between dependence and x_dist is statistically not significant and very small (F(3, 14204) = 1.18, p = 0.317; Eta2 (partial) = 2.71e-03, 95% CI [1.35e-03, 1.00])
- The interaction between selectivity and x_dist is statistically significant and very small (F(3, 14204) = 12.89, p < .001; Eta2 (partial) = 1.09e-03, 95% CI [2.61e-04, 1.00])
- The interaction between dependence, selectivity and x_dist is statistically significant and very small (F(3, 14204) = 5.16, p = 0.001; Eta2 (partial) = 7.45e-03, 95% CI [5.28e-03, 1.00])
Effect sizes were labelled following Field’s (2013) recommendations.
Two-way Interaction Plots
betaO2 : coefficient on exogenous variable X2
| Sum Sq | Df | F value | Pr(>F) | |
|---|---|---|---|---|
| (Intercept) | 27.40 | 1 | 456.02 | 0.00 |
| dependence | 30.96 | 1 | 515.43 | 0.00 |
| selectivity | 0.79 | 1 | 13.08 | 0.00 |
| x_dist | 2.25 | 3 | 12.47 | 0.00 |
| dependence:selectivity | 2.80 | 1 | 46.67 | 0.00 |
| dependence:x_dist | 5.31 | 3 | 29.48 | 0.00 |
| selectivity:x_dist | 0.35 | 3 | 1.92 | 0.12 |
| dependence:selectivity:x_dist | 0.18 | 3 | 1.02 | 0.38 |
| Residuals | 857.93 | 14281 | NA | NA |
The ANOVA suggests that:
- The main effect of (Intercept) is statistically significant and small (F(1, 14281) = 456.02, p < .001; Eta2 (partial) = 0.03, 95% CI [0.03, 1.00])
- The main effect of dependence is statistically significant and very small (F(1, 14281) = 515.43, p < .001; Eta2 (partial) = 9.15e-04, 95% CI [2.72e-04, 1.00])
- The main effect of selectivity is statistically significant and very small (F(1, 14281) = 13.08, p < .001; Eta2 (partial) = 2.61e-03, 95% CI [1.28e-03, 1.00])
- The main effect of x_dist is statistically significant and very small (F(3, 14281) = 12.47, p < .001; Eta2 (partial) = 3.26e-03, 95% CI [1.88e-03, 1.00])
- The interaction between dependence and selectivity is statistically significant and very small (F(1, 14281) = 46.67, p < .001; Eta2 (partial) = 6.16e-03, 95% CI [4.07e-03, 1.00])
- The interaction between dependence and x_dist is statistically significant and very small (F(3, 14281) = 29.48, p < .001; Eta2 (partial) = 4.03e-04, 95% CI [0.00, 1.00])
- The interaction between selectivity and x_dist is statistically not significant and very small (F(3, 14281) = 1.92, p = 0.124; Eta2 (partial) = 2.14e-04, 95% CI [0.00, 1.00])
- The interaction between dependence, selectivity and x_dist is statistically not significant and small (F(3, 14281) = 1.02, p = 0.384; Eta2 (partial) = 0.03, 95% CI [0.03, 1.00])
Effect sizes were labelled following Field’s (2013) recommendations.
Two-way Interaction Plots
| Sum Sq | Df | F value | Pr(>F) | |
|---|---|---|---|---|
| (Intercept) | 3.89 | 1 | 2549.61 | 0.00 |
| dependence | 0.01 | 1 | 3.40 | 0.07 |
| selectivity | 0.07 | 1 | 43.74 | 0.00 |
| x_dist | 0.04 | 3 | 8.44 | 0.00 |
| dependence:selectivity | 0.00 | 1 | 2.44 | 0.12 |
| dependence:x_dist | 0.01 | 3 | 1.44 | 0.23 |
| selectivity:x_dist | 0.01 | 3 | 2.31 | 0.07 |
| dependence:selectivity:x_dist | 0.01 | 3 | 2.58 | 0.05 |
| Residuals | 21.93 | 14384 | NA | NA |
The ANOVA suggests that:
- The main effect of (Intercept) is statistically significant and very small (F(1, 14384) = 2549.61, p < .001; Eta2 (partial) = 2.36e-04, 95% CI [0.00, 1.00])
- The main effect of dependence is statistically not significant and very small (F(1, 14384) = 3.40, p = 0.065; Eta2 (partial) = 3.03e-03, 95% CI [1.71e-03, 1.00])
- The main effect of selectivity is statistically significant and very small (F(1, 14384) = 43.74, p < .001; Eta2 (partial) = 1.76e-03, 95% CI [6.82e-04, 1.00])
- The main effect of x_dist is statistically significant and very small (F(3, 14384) = 8.44, p < .001; Eta2 (partial) = 1.70e-04, 95% CI [0.00, 1.00])
- The interaction between dependence and selectivity is statistically not significant and very small (F(1, 14384) = 2.44, p = 0.118; Eta2 (partial) = 2.99e-04, 95% CI [0.00, 1.00])
- The interaction between dependence and x_dist is statistically not significant and very small (F(3, 14384) = 1.44, p = 0.230; Eta2 (partial) = 4.81e-04, 95% CI [0.00, 1.00])
- The interaction between selectivity and x_dist is statistically not significant and very small (F(3, 14384) = 2.31, p = 0.074; Eta2 (partial) = 5.37e-04, 95% CI [0.00, 1.00])
- The interaction between dependence, selectivity and x_dist is statistically not significant and very small (F(3, 14384) = 2.58, p = 0.052; Eta2 (partial) = 2.36e-04, 95% CI [0.00, 1.00])
Effect sizes were labelled following Field’s (2013) recommendations.
Two-way Interaction Plots
| Sum Sq | Df | F value | Pr(>F) | |
|---|---|---|---|---|
| (Intercept) | 0.39 | 1 | 1291.62 | 0 |
| dependence | 0.24 | 1 | 773.08 | 0 |
| selectivity | 0.00 | 1 | 14.72 | 0 |
| x_dist | 0.22 | 3 | 237.07 | 0 |
| dependence:selectivity | 0.04 | 1 | 125.33 | 0 |
| dependence:x_dist | 0.21 | 3 | 230.99 | 0 |
| selectivity:x_dist | 0.02 | 3 | 18.84 | 0 |
| dependence:selectivity:x_dist | 0.03 | 3 | 32.09 | 0 |
| Residuals | 4.39 | 14384 | NA | NA |
The ANOVA suggests that:
- The main effect of (Intercept) is statistically significant and small (F(1, 14384) = 1291.62, p < .001; Eta2 (partial) = 0.05, 95% CI [0.05, 1.00])
- The main effect of dependence is statistically significant and very small (F(1, 14384) = 773.08, p < .001; Eta2 (partial) = 1.02e-03, 95% CI [3.34e-04, 1.00])
- The main effect of selectivity is statistically significant and small (F(1, 14384) = 14.72, p < .001; Eta2 (partial) = 0.05, 95% CI [0.04, 1.00])
- The main effect of x_dist is statistically significant and very small (F(3, 14384) = 237.07, p < .001; Eta2 (partial) = 8.64e-03, 95% CI [6.30e-03, 1.00])
- The interaction between dependence and selectivity is statistically significant and small (F(1, 14384) = 125.33, p < .001; Eta2 (partial) = 0.05, 95% CI [0.04, 1.00])
- The interaction between dependence and x_dist is statistically significant and very small (F(3, 14384) = 230.99, p < .001; Eta2 (partial) = 3.91e-03, 95% CI [2.27e-03, 1.00])
- The interaction between selectivity and x_dist is statistically significant and very small (F(3, 14384) = 18.84, p < .001; Eta2 (partial) = 6.65e-03, 95% CI [4.49e-03, 1.00])
- The interaction between dependence, selectivity and x_dist is statistically significant and small (F(3, 14384) = 32.09, p < .001; Eta2 (partial) = 0.05, 95% CI [0.05, 1.00])
Effect sizes were labelled following Field’s (2013) recommendations.
Two-way Interaction Plots
| Sum Sq | Df | F value | Pr(>F) | |
|---|---|---|---|---|
| (Intercept) | 15.53 | 1 | 282.91 | 0.00 |
| dependence | 24.60 | 1 | 447.99 | 0.00 |
| selectivity | 0.38 | 1 | 6.89 | 0.01 |
| x_dist | 3.47 | 3 | 21.06 | 0.00 |
| dependence:selectivity | 3.10 | 1 | 56.53 | 0.00 |
| dependence:x_dist | 1.31 | 3 | 7.94 | 0.00 |
| selectivity:x_dist | 0.83 | 3 | 5.06 | 0.00 |
| dependence:selectivity:x_dist | 0.24 | 3 | 1.46 | 0.22 |
| Residuals | 782.15 | 14244 | NA | NA |
The ANOVA suggests that:
- The main effect of (Intercept) is statistically significant and small (F(1, 14244) = 282.91, p < .001; Eta2 (partial) = 0.03, 95% CI [0.03, 1.00])
- The main effect of dependence is statistically significant and very small (F(1, 14244) = 447.99, p < .001; Eta2 (partial) = 4.84e-04, 95% CI [6.73e-05, 1.00])
- The main effect of selectivity is statistically significant and very small (F(1, 14244) = 6.89, p = 0.009; Eta2 (partial) = 4.42e-03, 95% CI [2.66e-03, 1.00])
- The main effect of x_dist is statistically significant and very small (F(3, 14244) = 21.06, p < .001; Eta2 (partial) = 3.95e-03, 95% CI [2.41e-03, 1.00])
- The interaction between dependence and selectivity is statistically significant and very small (F(1, 14244) = 56.53, p < .001; Eta2 (partial) = 1.67e-03, 95% CI [6.20e-04, 1.00])
- The interaction between dependence and x_dist is statistically significant and very small (F(3, 14244) = 7.94, p < .001; Eta2 (partial) = 1.07e-03, 95% CI [2.49e-04, 1.00])
- The interaction between selectivity and x_dist is statistically significant and very small (F(3, 14244) = 5.06, p = 0.002; Eta2 (partial) = 3.08e-04, 95% CI [0.00, 1.00])
- The interaction between dependence, selectivity and x_dist is statistically not significant and small (F(3, 14244) = 1.46, p = 0.222; Eta2 (partial) = 0.03, 95% CI [0.03, 1.00])
Effect sizes were labelled following Field’s (2013) recommendations.
Two-way Interaction Plots
| Sum Sq | Df | F value | Pr(>F) | |
|---|---|---|---|---|
| (Intercept) | 38.15 | 1 | 768.67 | 0.00 |
| dependence | 10.71 | 1 | 215.88 | 0.00 |
| selectivity | 2.06 | 1 | 41.58 | 0.00 |
| x_dist | 2.46 | 3 | 16.50 | 0.00 |
| dependence:selectivity | 2.07 | 1 | 41.76 | 0.00 |
| dependence:x_dist | 2.03 | 3 | 13.65 | 0.00 |
| selectivity:x_dist | 0.70 | 3 | 4.70 | 0.00 |
| dependence:selectivity:x_dist | 0.26 | 3 | 1.72 | 0.16 |
| Residuals | 708.79 | 14282 | NA | NA |
The ANOVA suggests that:
- The main effect of (Intercept) is statistically significant and small (F(1, 14282) = 768.67, p < .001; Eta2 (partial) = 0.01, 95% CI [0.01, 1.00])
- The main effect of dependence is statistically significant and very small (F(1, 14282) = 215.88, p < .001; Eta2 (partial) = 2.90e-03, 95% CI [1.61e-03, 1.00])
- The main effect of selectivity is statistically significant and very small (F(1, 14282) = 41.58, p < .001; Eta2 (partial) = 3.45e-03, 95% CI [1.91e-03, 1.00])
- The main effect of x_dist is statistically significant and very small (F(3, 14282) = 16.50, p < .001; Eta2 (partial) = 2.92e-03, 95% CI [1.62e-03, 1.00])
- The interaction between dependence and selectivity is statistically significant and very small (F(1, 14282) = 41.76, p < .001; Eta2 (partial) = 2.86e-03, 95% CI [1.46e-03, 1.00])
- The interaction between dependence and x_dist is statistically significant and very small (F(3, 14282) = 13.65, p < .001; Eta2 (partial) = 9.87e-04, 95% CI [2.07e-04, 1.00])
- The interaction between selectivity and x_dist is statistically significant and very small (F(3, 14282) = 4.70, p = 0.003; Eta2 (partial) = 3.61e-04, 95% CI [0.00, 1.00])
- The interaction between dependence, selectivity and x_dist is statistically not significant and small (F(3, 14282) = 1.72, p = 0.161; Eta2 (partial) = 0.01, 95% CI [0.01, 1.00])
Effect sizes were labelled following Field’s (2013) recommendations.
Two-way Interaction Plots
| Sum Sq | Df | F value | Pr(>F) | |
|---|---|---|---|---|
| (Intercept) | 4.11 | 1 | 2444.20 | 0.00 |
| dependence | 0.00 | 1 | 0.00 | 0.97 |
| selectivity | 0.21 | 1 | 123.07 | 0.00 |
| x_dist | 0.03 | 3 | 5.07 | 0.00 |
| dependence:selectivity | 0.00 | 1 | 0.30 | 0.59 |
| dependence:x_dist | 0.00 | 3 | 0.80 | 0.49 |
| selectivity:x_dist | 0.01 | 3 | 2.92 | 0.03 |
| dependence:selectivity:x_dist | 0.00 | 3 | 0.52 | 0.67 |
| Residuals | 24.19 | 14384 | NA | NA |
The ANOVA suggests that:
- The main effect of (Intercept) is statistically significant and very small (F(1, 14384) = 2444.20, p < .001; Eta2 (partial) = 8.63e-08, 95% CI [0.00, 1.00])
- The main effect of dependence is statistically not significant and very small (F(1, 14384) = 1.24e-03, p = 0.972; Eta2 (partial) = 8.48e-03, 95% CI [6.16e-03, 1.00])
- The main effect of selectivity is statistically significant and very small (F(1, 14384) = 123.07, p < .001; Eta2 (partial) = 1.06e-03, 95% CI [2.47e-04, 1.00])
- The main effect of x_dist is statistically significant and very small (F(3, 14384) = 5.07, p = 0.002; Eta2 (partial) = 2.06e-05, 95% CI [0.00, 1.00])
- The interaction between dependence and selectivity is statistically not significant and very small (F(1, 14384) = 0.30, p = 0.587; Eta2 (partial) = 1.67e-04, 95% CI [0.00, 1.00])
- The interaction between dependence and x_dist is statistically not significant and very small (F(3, 14384) = 0.80, p = 0.492; Eta2 (partial) = 6.09e-04, 95% CI [2.63e-05, 1.00])
- The interaction between selectivity and x_dist is statistically significant and very small (F(3, 14384) = 2.92, p = 0.033; Eta2 (partial) = 1.08e-04, 95% CI [0.00, 1.00])
- The interaction between dependence, selectivity and x_dist is statistically not significant and very small (F(3, 14384) = 0.52, p = 0.670; Eta2 (partial) = 8.63e-08, 95% CI [0.00, 1.00])
Effect sizes were labelled following Field’s (2013) recommendations.
Two-way Interaction Plots
| Sum Sq | Df | F value | Pr(>F) | |
|---|---|---|---|---|
| (Intercept) | 0.38 | 1 | 1488.05 | 0.00 |
| dependence | 0.10 | 1 | 401.58 | 0.00 |
| selectivity | 0.00 | 1 | 5.71 | 0.02 |
| x_dist | 0.20 | 3 | 254.77 | 0.00 |
| dependence:selectivity | 0.04 | 1 | 149.69 | 0.00 |
| dependence:x_dist | 0.13 | 3 | 163.08 | 0.00 |
| selectivity:x_dist | 0.01 | 3 | 18.31 | 0.00 |
| dependence:selectivity:x_dist | 0.04 | 3 | 58.41 | 0.00 |
| Residuals | 3.69 | 14384 | NA | NA |
The ANOVA suggests that:
- The main effect of (Intercept) is statistically significant and small (F(1, 14384) = 1488.05, p < .001; Eta2 (partial) = 0.03, 95% CI [0.02, 1.00])
- The main effect of dependence is statistically significant and very small (F(1, 14384) = 401.58, p < .001; Eta2 (partial) = 3.97e-04, 95% CI [3.76e-05, 1.00])
- The main effect of selectivity is statistically significant and small (F(1, 14384) = 5.71, p = 0.017; Eta2 (partial) = 0.05, 95% CI [0.04, 1.00])
- The main effect of x_dist is statistically significant and small (F(3, 14384) = 254.77, p < .001; Eta2 (partial) = 0.01, 95% CI [7.73e-03, 1.00])
- The interaction between dependence and selectivity is statistically significant and small (F(1, 14384) = 149.69, p < .001; Eta2 (partial) = 0.03, 95% CI [0.03, 1.00])
- The interaction between dependence and x_dist is statistically significant and very small (F(3, 14384) = 163.08, p < .001; Eta2 (partial) = 3.80e-03, 95% CI [2.18e-03, 1.00])
- The interaction between selectivity and x_dist is statistically significant and small (F(3, 14384) = 18.31, p < .001; Eta2 (partial) = 0.01, 95% CI [9.12e-03, 1.00])
- The interaction between dependence, selectivity and x_dist is statistically significant and small (F(3, 14384) = 58.41, p < .001; Eta2 (partial) = 0.03, 95% CI [0.02, 1.00])
Effect sizes were labelled following Field’s (2013) recommendations.
Two-way Interaction Plots
| Sum Sq | Df | F value | Pr(>F) | |
|---|---|---|---|---|
| (Intercept) | 23.00 | 1 | 402.58 | 0.0 |
| dependence | 11.64 | 1 | 203.79 | 0.0 |
| selectivity | 1.33 | 1 | 23.20 | 0.0 |
| x_dist | 5.10 | 3 | 29.74 | 0.0 |
| dependence:selectivity | 3.53 | 1 | 61.80 | 0.0 |
| dependence:x_dist | 1.35 | 3 | 7.86 | 0.0 |
| selectivity:x_dist | 1.32 | 3 | 7.67 | 0.0 |
| dependence:selectivity:x_dist | 0.17 | 3 | 0.99 | 0.4 |
| Residuals | 810.44 | 14184 | NA | NA |
The ANOVA suggests that:
- The main effect of (Intercept) is statistically significant and small (F(1, 14184) = 402.58, p < .001; Eta2 (partial) = 0.01, 95% CI [0.01, 1.00])
- The main effect of dependence is statistically significant and very small (F(1, 14184) = 203.79, p < .001; Eta2 (partial) = 1.63e-03, 95% CI [7.08e-04, 1.00])
- The main effect of selectivity is statistically significant and very small (F(1, 14184) = 23.20, p < .001; Eta2 (partial) = 6.25e-03, 95% CI [4.14e-03, 1.00])
- The main effect of x_dist is statistically significant and very small (F(3, 14184) = 29.74, p < .001; Eta2 (partial) = 4.34e-03, 95% CI [2.72e-03, 1.00])
- The interaction between dependence and selectivity is statistically significant and very small (F(1, 14184) = 61.80, p < .001; Eta2 (partial) = 1.66e-03, 95% CI [6.11e-04, 1.00])
- The interaction between dependence and x_dist is statistically significant and very small (F(3, 14184) = 7.86, p < .001; Eta2 (partial) = 1.62e-03, 95% CI [5.86e-04, 1.00])
- The interaction between selectivity and x_dist is statistically significant and very small (F(3, 14184) = 7.67, p < .001; Eta2 (partial) = 2.09e-04, 95% CI [0.00, 1.00])
- The interaction between dependence, selectivity and x_dist is statistically not significant and small (F(3, 14184) = 0.99, p = 0.398; Eta2 (partial) = 0.01, 95% CI [0.01, 1.00])
Effect sizes were labelled following Field’s (2013) recommendations.
Two-way Interaction Plots
